Triple

T10947075
Position Surface form Disambiguated ID Type / Status
Subject Stephen M. Ross School of Business E258624 entity
Predicate knownFor P22 FINISHED
Object MAP (Multidisciplinary Action Projects)
MAP (Multidisciplinary Action Projects) is a signature experiential learning program at the University of Michigan’s Ross School of Business in which student teams consult on real-world projects for companies and organizations worldwide.
E895675 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: MAP (Multidisciplinary Action Projects) | Statement: [Stephen M. Ross School of Business, knownFor, MAP (Multidisciplinary Action Projects)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MAP (Multidisciplinary Action Projects)
Context triple: [Stephen M. Ross School of Business, knownFor, MAP (Multidisciplinary Action Projects)]
  • A. MAPA (Most Affected People and Areas)
    MAPA (Most Affected People and Areas) is a climate justice term highlighting communities and regions that are disproportionately impacted by the climate crisis despite contributing least to its causes.
  • B. MApN
    MApN is the commonly used abbreviation for Romania's Ministry of National Defence, the government body responsible for the country's military and defense policy.
  • C. Mapam
    Mapam was a left-wing socialist Zionist political party in Israel that played a significant role in the early decades of the state, particularly within the kibbutz movement and peace-oriented politics.
  • D. MAPER
    MAPER is the official abbreviation for the Spanish Army’s Personnel Command (Mando de Personal), the body responsible for managing military human resources and related administrative functions.
  • E. #MAPA
    #MAPA is a hashtag used within the Fridays for Future movement to highlight and organize climate activism by communities in the Most Affected People and Areas.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: MAP (Multidisciplinary Action Projects)
Triple: [Stephen M. Ross School of Business, knownFor, MAP (Multidisciplinary Action Projects)]
Generated description
MAP (Multidisciplinary Action Projects) is a signature experiential learning program at the University of Michigan’s Ross School of Business in which student teams consult on real-world projects for companies and organizations worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MAP (Multidisciplinary Action Projects)
Target entity description: MAP (Multidisciplinary Action Projects) is a signature experiential learning program at the University of Michigan’s Ross School of Business in which student teams consult on real-world projects for companies and organizations worldwide.
  • A. MAPA (Most Affected People and Areas)
    MAPA (Most Affected People and Areas) is a climate justice term highlighting communities and regions that are disproportionately impacted by the climate crisis despite contributing least to its causes.
  • B. MApN
    MApN is the commonly used abbreviation for Romania's Ministry of National Defence, the government body responsible for the country's military and defense policy.
  • C. Mapam
    Mapam was a left-wing socialist Zionist political party in Israel that played a significant role in the early decades of the state, particularly within the kibbutz movement and peace-oriented politics.
  • D. MAPER
    MAPER is the official abbreviation for the Spanish Army’s Personnel Command (Mando de Personal), the body responsible for managing military human resources and related administrative functions.
  • E. #MAPA
    #MAPA is a hashtag used within the Fridays for Future movement to highlight and organize climate activism by communities in the Most Affected People and Areas.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770eaaea08190b06e508600d8a305 completed April 9, 2026, 9:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23c3c885081908edcece772b2e759 completed April 17, 2026, 1:57 p.m.
NEDg Description generation batch_69e24542b4f081909c97621f04da8ecc completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e248f7f96481909fa6e6cd07891566 completed April 17, 2026, 2:51 p.m.
Created at: April 8, 2026, 9:23 p.m.